Seda Ogrenci

12 papers A* 1Misc 4Journal 6Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Real-Time Cell Sorting with Scalable In Situ FPGA-Accelerated Deep Learning.
CoRR
Khayrul Islam, Ryan F. Forelli, Jianzhong Han, Deven Bhadane, Jian Huang, Joshua C. Agar, Nhan Tran, Seda Ogrenci, Yaling Liu
2025 Misc conf
SPRING: Systematic Profiling of Randomly Interconnected Neural Networks Generated by HLS.
VTS
Rui Shi, Seda Ogrenci
2025 J jnl
SPRING: Systematic Profiling of Randomly Interconnected Neural Networks Generated by HLS.
CoRR
Rui Shi, Seda Ogrenci
2025 Misc conf
Toward Reconfigurable In-Pixel Computing: A Fault-Tolerant Design Flow for Machine Learning Accelerators: (Invited Paper).
FCCM
Houxuan Guo, Manuel Blanco Valentin, Xiuyuan He, Seda Ogrenci
2025 J jnl
hls4ml: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware.
CoRR
Jan-Frederik Schulte, Benjamin Ramhorst, Chang Sun, Jovan Mitrevski, Nicolò Ghielmetti, Enrico Lupi, Dimitrios Danopoulos, Vladimir Loncar, Javier M. Duarte, David Burnette, Lauri Laatu, Stylianos Tzelepis, Konstantinos Axiotis, Quentin Berthet, Haoyan Wang, Paul White, Suleyman Demirsoy, Marco Colombo, Thea Aarrestad, Sioni Summers, Maurizio Pierini, Giuseppe Di Guglielmo, Jennifer Ngadiuba, Javier Campos, Benjamin Hawks, Abhijith Gandrakota, Farah Fahim, Nhan Tran, George A. Constantinides, Zhiqiang Que, Wayne Luk, Alexander D. Tapper, Duc Hoang, Noah Paladino, Philip C. Harris, Bo-Cheng Lai, Manuel Blanco Valentin, Ryan F. Forelli, Seda Ogrenci, Lino Gerlach, Rian Flynn, Mia Liu, Daniel Diaz, Elham E Khoda, Melissa Quinnan, Russell Solares, Santosh Parajuli, Mark S. Neubauer, Christian Herwig, Ho Fung Tsoi, Dylan S. Rankin, Shih-Chieh Hsu, Scott Hauck
2024 Misc conf
A High Level Synthesis Methodology for Dynamic Monitoring of FPGA ML Accelerators.
VTS
Ryan F. Forelli, Rui Shi, Seda Ogrenci, Joshua Agar
2024 — conf
ML-Based Real-Time Control at the Edge: An Approach Using hls4ml.
IPDPS (Workshops)
Rui Shi, Seda Ogrenci, Jeremy M. Arnold, J. R. Berlioz, Pierrick Hanlet, Kyle J. Hazelwood, Michelle A. Ibrahim, Han Liu, V. P. Nagaslaev, Aakaash Narayanan, D. J. Nicklaus, Jovan Mitrevski, Gauri Pradhan, A. L. Saewert, B. A. Schupbach, Kiyomi Seiya, Mattson Thieme, R. M. Thurman-Keup, N. V. Tran
2023 J jnl
Beyond PID Controllers: PPO with Neuralized PID Policy for Proton Beam Intensity Control in Mu2e.
CoRR
Chenwei Xu, Jerry Yao-Chieh Hu, Aakaash Narayanan, Mattson Thieme, Vladimir Nagaslaev, Mark Austin, Jeremy Arnold, Jose Berlioz, Pierrick Hanlet, Aisha Ibrahim, Dennis Nicklaus, Jovan Mitrevski, Jason Michael St. John, Gauri Pradhan, Andrea Saewert, Kiyomi Seiya, Brian Schupbach, Randy Thurman-Keup, Nhan Tran, Rui Shi, Seda Ogrenci, Alexis Maya-Isabelle Shuping, Kyle J. Hazelwood, Han Liu
2023 J jnl
ML-based Real-Time Control at the Edge: An Approach Using hls4ml.
CoRR
Rui Shi, Seda Ogrenci, Jeremy M. Arnold, J. R. Berlioz, Pierrick Hanlet, Kyle J. Hazelwood, Michelle A. Ibrahim, Han Liu, V. P. Nagaslaev, Aakaash Narayanan, D. J. Nicklaus, Jovan Mitrevski, Gauri Pradhan, A. L. Saewert, B. A. Schupbach, Kiyomi Seiya, Mattson Thieme, R. M. Thurman-Keup, N. V. Tran
2001 J jnl
Fast floorplanning for effective prediction and construction.
IEEE Trans. Very Large Scale Integr. Syst.
Abhishek Ranjan, Kia Bazargan, Seda Ogrenci, Majid Sarrafzadeh
2001 A* conf
Integrating Scheduling and Physical Design into a Coherent Compilation Cycle for Reconfigurable Computing Architectures.
DAC
Kia Bazargan, Seda Ogrenci, Majid Sarrafzadeh
2000 Misc conf
A C to Hardware/Software Compiler.
FCCM
Kia Bazargan, Ryan Kastner, Seda Ogrenci, Majid Sarrafzadeh